Janction stands as the initial Layer2 solution delivering AI services that are verifiable, synergic, and scalable. The platform employs smart contracts to automate and add dynamism to machine learning and artificial intelligence processes. It integrates essential components such as AI models, GPU computing power, data feeding, and data labeling into its system for coprocessing.

The project aims to establish a global distributed computing power market. Through the Janction GPU Marketplace, it seeks to offer users unlimited GPU capacity at reduced costs by aggregating hardware from various sources. Janction plans to concentrate on the core design of its cluster GPU pool and billing system. This GPU pool is intended to manage and allocate multiple GPU resources to support large-scale parallel computing applications. Its design must address resource scheduling and management, task scheduling, parallel computing, load balancing, resource security and isolation, fault recovery and tolerance, cost management, efficiency optimization, proof of work, and consistency issues.